4.4 Article

Effect of feedback regulation on stem cell fractions in tissues and tumors: Understanding chemoresistance in cancer

期刊

JOURNAL OF THEORETICAL BIOLOGY
卷 509, 期 -, 页码 -

出版社

ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.jtbi.2020.110499

关键词

Mathematical modeling; Lineages; Hierarchical tissues; Bladder cancer; Feedback loops

资金

  1. National Institutes of Health (NIH) [1U54CA217378-01A1]
  2. NIH [1U01CA187956, P30CA062203]
  3. National Science Foundation, Division of Mathematical Sciences [NSF-DMS-1714973]

向作者/读者索取更多资源

The study reveals that feedback regulatory loops can contribute to CSC enrichment in bladder cancer, leading to reduced therapy response. Negative feedback on the CSC division rate or positive feedback on differentiated cell death rate can lead to CSC enrichment. Identifying these feedback loops could help overcome therapy resistance based on CSCs.
While resistance mutations are often implicated in the failure of cancer therapy, lack of response also occurs without such mutants. In bladder cancer mouse xenografts, repeated chemotherapy cycles have resulted in cancer stem cell (CSC) enrichment, and consequent loss of therapy response due to the reduced susceptibility of CSCs to drugs. A particular feedback loop present in the xenografts has been shown to promote CSC enrichment in this system. Yet, many other regulatory loops might also be operational and might promote CSC enrichment. Their identification is central to improving therapy response. Here, we perform a comprehensive mathematical analysis to define what types of regulatory feedback loops can and cannot contribute to CSC enrichment, providing guidance to the experimental identification of feedback molecules. We derive a formula that reveals whether or not the cell population experiences CSC enrichment over time, based on the properties of the feedback. We find that negative feedback on the CSC division rate or positive feedback on differentiated cell death rate can lead to CSC enrichment. Further, the feedback mediators that achieve CSC enrichment can be secreted by either CSCs or by more differentiated cells. The extent of enrichment is determined by the CSC death rate, the CSC self-renewal probability, and by feedback strength. Defining these general characteristics of feedback loops can guide the experimental screening for and identification of feedback mediators that can promote CSC enrichment in bladder cancer and potentially other tumors. This can help understand and overcome the phenomenon of CSC-based therapy resistance. (C) 2020 Elsevier Ltd. All rights reserved.

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